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An integrated big and fast data analytics platform for smart urban transportation management

Sandro Fiore, Donatello Elia, Carlos E. Pires, Demetrio G. Mestre, Cinzia Cappiello, Monica Vitali, Nazareno Andrade, Tarciso Braz, Daniele Lezzi, Regina Moraes, Tania Basso, Nadia P. Kozievitch (+7 others)
2019 IEEE Access  
Smart urban transportation management can be considered as a multifaceted big data challenge.  ...  INDEX TERMS Big data, cloud computing, data analytics, data privacy, data quality, distributed environment, public transport management, smart city.  ...  ACKNOWLEDGMENT The authors would like to thank Antonio Aloisio for his editing and proofreading work on this paper.  ... 
doi:10.1109/access.2019.2936941 fatcat:rxmbsdulvzgarfmdncrla3fhoi

The role of big data in smart city

Ibrahim Abaker Targio Hashem, Victor Chang, Nor Badrul Anuar, Kayode Adewole, Ibrar Yaqoob, Abdullah Gani, Ejaz Ahmed, Haruna Chiroma
2016 International Journal of Information Management  
The visions of big data analytics to support smart cities are discussed by focusing on how big data can fundamentally change urban populations at different levels.  ...  Moreover, a future business model that can manage big data for smart cities is proposed, and the business and technological research challenges are identified.  ...  The future business model and architecture with the aim of managing big data for smart city were also proposed, and the applications of the smart cities in which big data analytics can play an important  ... 
doi:10.1016/j.ijinfomgt.2016.05.002 fatcat:bphwojox7zft5kgpjjo6ee4pgy

The anatomy of the data-driven smart sustainable city: instrumentation, datafication, computerization and related applications

Simon Elias Bibri
2019 Journal of Big Data  
This study intervenes in the existing scholarly conversation by bringing new insights to and informing the ongoing debate on smart sustainable urbanism in light of big data science and analytics.  ...  Second, it highlights and substantiates the great potential of big data technology for enabling such contribution by identifying, synthesizing, distilling, and enumerating the key practical and analytical  ...  As far as research centers and innovation labs are concerned, they are associated with research and innovation for the purpose of developing and disseminating urban intelligence functions.  ... 
doi:10.1186/s40537-019-0221-4 fatcat:2wsib6yi3bfbzfaxjqlidsfiwe

A Comparison of Smart City Development and Big Data Analytics Adoption Approaches

Zohreh Pourzolfaghar, Christian Bremser, Markus Helfert, Gunther Piller
2018 Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems  
This paper intends to elucidate the similarities between smart city development and big data analytics adoption.  ...  Both concepts promise new opportunities: smart cities to improve citizens' life quality and big data analytics to drive companies towards the competitive edge.  ...  ACKNOWLEDGEMENTS This work was supported by the Science Foundation Ireland grant "13/RC/2094" and co-funded under the European Regional Development Fund through the Southern & Eastern Regional Operational  ... 
doi:10.5220/0006674501570164 dblp:conf/smartgreens/PourzolfagharBH18 fatcat:puq4qrgs2rd5javeofc3s4mrf4

A Survey of Data Mining Implementation in Smart City Applications

Zainab Salih Ageed, Subhi R. M. Zeebaree, Mohammed Mohammed Sadeeq, Shakir Fattah Kak, Zryan Najat Rashid, Azar Abid Salih, Wafaa M. Abdullah
2021 Qubahan Academic Journal  
It also seeks to define criteria for the creation of big data applications for innovative city services.  ...  This paper examines how big data can be used for more innovative societies.  ...  Silva [70] proposed an intelligent city architecture with Big Data Analytics (BDA) built in.  ... 
doi:10.48161/qaj.v1n2a52 fatcat:s6jvhv4oxrgfdhawprunamnzae

Cloud, Edge, and Mobile Computing for Smart Cities [chapter]

Qian Liu, Juan Gu, Jingchao Yang, Yun Li, Dexuan Sha, Mengchao Xu, Ishan Shams, Manzhu Yu, Chaowei Yang
2021 The Urban Book Series  
Challenges and future directions are discussed for integrating the three computing technologies to achieve an overall better computing infrastructure supporting smart cities.  ...  The integration is discussed in aspects of bandwidth issue, network access optimization, service quality and convergence, and data integrity and security.  ...  Transport and Traffic Management Transportation is one of the most important aspects for urban-living activities.  ... 
doi:10.1007/978-981-15-8983-6_41 fatcat:thaaxsdzzfgfzjmjos7zbsjrqq

Emerging Technologies for Smart Cities' Transportation: Geo-Information, Data Analytics and Machine Learning Approaches

Kenneth Li-Minn Ang, Jasmine Kah Phooi Seng, Ericmoore Ngharamike, Gerald K. Ijemaru
2022 ISPRS International Journal of Geo-Information  
With the recent increase in urban drift, which has led to an unprecedented surge in urban population, the smart city (SC) transportation industry faces a myriad of challenges, including the development  ...  The paper contains core discussions on the impacts of geo-information on SC transportation, data-driven transportation and big data technology, machine learning approaches for SC transportation, innovative  ...  Data Availability Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/ijgi11020085 fatcat:bjkv6cu7zbfqbl7q7ezfhai5ya

IoT and Big Data Applications in Smart Cities: Recent Advances, Challenges, and Critical Issues

Marieh Talebkhah, Aduwati Sali, Mohsen Marjani, Meisam Gordan, Shaiful Jahari Hashim, Fakhrul Zaman Rokhani
2021 IEEE Access  
Numerous issues and challenges such as analytics and using big data in smart cities introduced in this study offers an enhancement in developing applications of the above-mentioned technologies.  ...  Hence, this study paves the way for future research on the issues and challenges of big data applications in smart cities. INDEX TERMS Big data, Internet of Things (IoT), Smart City.  ...  Thus, Big Data analytics should be integrated into a smart city environment.  ... 
doi:10.1109/access.2021.3070905 fatcat:dk2x3epdyvh43jmu7sptpcvl3e

On the sustainability of smart and smarter cities in the era of big data: an interdisciplinary and transdisciplinary literature review

Simon Elias Bibri
2019 Journal of Big Data  
Nevertheless, as also revealed by this study, tremendous opportunities are available for utilising big data analytics and its application in smart cities of the future to improve their contribution to  ...  There has recently been a conscious push for cities across the globe to be smart and even smarter and thus more sustainable by developing and implementing big data technologies and their applications across  ...  For example, Ahmed et al. [1] explore the recent advances in big data analytics for the IoT systems as well as the key requirements for managing and analysing big data in an IoT environment.  ... 
doi:10.1186/s40537-019-0182-7 fatcat:iybgywmq5felrjup33satwvtge

The core enabling technologies of big data analytics and context-aware computing for smart sustainable cities: a review and synthesis

Simon Elias Bibri, John Krogstie
2017 Journal of Big Data  
In addition, relatively little attention has been given to the integration of big data analytics and context-aware computing as advanced forms of ICT in the context of smart sustainable cities.  ...  and organizing processes of urban life in terms of employing a wide variety of big data and context-aware applications for advancing sustainability.  ...  Data processing platforms for big data analytics There is a variety of available data processing platforms for big data analytics, which provide the stream processing required by real-time big data applications  ... 
doi:10.1186/s40537-017-0091-6 fatcat:tuoghrgbtzdflkrfb3ddcac6x4

The emerging data–driven Smart City and its innovative applied solutions for sustainability: the cases of London and Barcelona

Simon Elias Bibri, John Krogstie
2020 Energy Informatics  
Consequently, urban processes and practices are becoming highly responsive to a form of data-driven urbanism that is the key mode of production for smart cities.  ...  masses of data to extract useful knowledge for enhanced decision making and deep insights pertaining to urban operational functioning, management, and planning in relation to sustainability.  ...  Authors' contributions S.E.B. designed the research, conducted the literature review, collected and analyzed the data, and wrote the manuscript. J.K reviewed the manuscript.  ... 
doi:10.1186/s42162-020-00108-6 doaj:9bd1834d432e4fd6bb9a8771ae050c3e fatcat:k6l4pjy62bddvm7nkf5l77vage

Building Smart Cities by Using Enterprise GIS in Saudi Arabia

Ahmad M. Almontshery, Faisal M. Jamalallail
2019 Journal of Geographic Information System  
for making an informed decision.  ...  Geospatial technologies largely meet these communication needs, while emphasizing the geographical aspect, which plays a fundamental role in optimizing the understanding and management of the urban space  ...  In the digital city era, digital maps and geospatial databases have long been integrated in workflows in land management, urban planning and transportation in government.  ... 
doi:10.4236/jgis.2019.116040 fatcat:e5e4itmirfe4zg56ijxkw3ra2e

Smart governance of urban data

Jing Wang, Dang Que Nguyen, Tatiana Bonkalo, Oleg Grebennikov, A. Torre, S. Martinat, V. Kumar, Y. Lavrikova, E. Kuzmin
2021 E3S Web of Conferences  
Advanced smart cities are beginning to go beyond infrastructure and to use big data.  ...  This paper focuses on the smart governance of urban data.  ...  Smart cities and big data analytics can help utilities increase operational efficiency.  ... 
doi:10.1051/e3sconf/202130105005 fatcat:6lrum6x6czcwbpaevouipqsfhm

Big Data Processing Platform on Intelligent Transportation Systems

Saida EL MENDILI, 10.30534/ijatcse/2019/16842019
2019 International Journal of Advanced Trends in Computer Science and Engineering  
The reason for this is that we have to face the management of problems relating to traffic detection, traffic jams created by urban public transport, data on motorway tolls, meteorological data and traffic  ...  With the rapid development of Big Data technologies, the new way of thinking about intelligent transport has become an obligation; as a result, new architectures are mainly needed to work with big data  ...  In addition, intelligent transport systems play an essential role in the creation of an intelligent urban city.  ... 
doi:10.30534/ijatcse/2019/16842019 fatcat:e62kibohbzclpa4cvr6nvwqfbq

Developing a Smart Service System to Enrich Bike Riders' Experience

Robin G. QIU, Youakim Badr, Jian-ling WANG, Shan LI
2017 DEStech Transactions on Computer Science and Engineering  
With the support of big data technologies, we conduct data integration and aggregation to develop a smart service system by focusing on meeting the needs of riders in real time.  ...  We show how we real time collect, process, and model data on riders' profiles and mobility needs, and from citibike and social media.  ...  In Section 2, we explore how Big Data technologies can further enhance urban smart services and introduce our PSU-INSA smart city big data platform.  ... 
doi:10.12783/dtcse/smce2017/12468 fatcat:zehjstpv6rgp3jzizmybzk2f3u
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